I have a PANDAS DataFrame with the following data:
DF0 = pd.DataFrame(np.random.uniform(0,100,(4,2)), columns=['x', 'y'])
pupil_rads = pd.Series(np.random.randint(1,10,(4)))
DF0["pupil_radius"] = pupil_rads
DF0
[out:]
x y pupil_radius
0 20.516882 15.098594 8
1 92.111798 97.200075 2
2 98.648040 94.133676 3
3 8.524813 88.978467 7
I want to create a 3D graph, showing where the gaze was pointed at (x/y coordinates) in every measurement (index of the DF). Also, I'm trying to make it a line-graph so that the radius of the line would correspond with the pupil-radius.
So far what I've come up with is the following:
gph = plt.figure(figsize=(15,8)).gca(projection='3d')
gph.scatter(DF0.index, DF0['x'], DF0['y'])
gph.set_xlabel('Time Stamp')
gph.set_ylabel('X_Gaze')
gph.set_zlabel('Y_Gaze')
This creates a 3D scatter-plot, which is almost what I need:
- How do I make the data-points be in varying size?
- Is there a way to create a continuous-line-graph and not a scatter-plot?